Benchmark Breakdown: Peeking Into How Large Language Models Are Evaluated (Part I)

Its common to read about LLMs being assessed against standardised human tests, but specialised benchmarks are the gold standard when it comes to evaluating their capabilities. In this first of two articles about LLM benchmarks, we will explore why LLM benchmarks are important, and delve into different types and examples of LLM benchmarks.